LevelUp Labs

Case Studies

Production AI systems we have shipped with our clients, and the results they measured.

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//Where We've Worked

Where We Have Worked

Depth across the industries where AI has to survive real constraints.

01 - Industrial & Energy

AI Engineering

A procurement copilot that turns a plain-language buying request into a compliant purchase order in minutes.

02 - Software & Data Platforms

AI Engineering

An evaluation-and-simulation harness that gated a new agentic product to its first launch, and a production text-to-SQL system that made analytics self-serve across the business.

03 - Cloud & IT Services

AI Strategy + AI Training

A cloud enterprise's org-wide AI transformation that took every role up a tiered capability ladder, then seeded an internal ambassador program that keeps shipping use cases after we left.

04 - Media & Operations

AI Strategy

A service business's AI and automation diagnostic that surfaced over 500 hours a week of hidden coordination cost, and a path to about 75% more capacity, without hiring.

Training at Scale

Practitioner cohorts across payments, infrastructure, SaaS, and cloud: builders, executives, and product teams trained on their own problems.

// SELECTED WORK

What We Have Shipped

Production AI systems, designed around the problem and measured against the work that mattered.

01 - Software & Data Platforms · Customer experience

A test-and-safety harness for launching an agentic product.

Up to 5,000

simulated conversations at once, before a real customer saw an agent.

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02 - Industrial & Energy · Procurement

A plain-language buying request to a compliant PO in minutes.

Under 30 min

from intake to requisition for a standard catalog buy.

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03 - Software & Data Platforms · Analytics

Correct SQL from plain English, against a database built to resist it.

2-3 days

of analyst queue reduced to seconds.

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04 - Media & Operations · Production

A company brain that turned a team’s know-how into agents.

200+ hours a week

returned to people across five roles, the equivalent of five full working weeks.

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//CONTACT

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